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Undergraduate

Shanghai Jiao Tong University(SJTU)

Computer Science and Technology

Visiting Research Intern

Recursion and Learning Lab, Cornell University

Large Language Model for Program Synthesis, Abstraction Reasoning

• Advisor: Kevin Ellis.

Research Assistant

Brain-like Computing and Machine Intelligence Lab, Shanghai Jiao Tong University

EEG-Signal for Emotion Recognition, Self-Supervised Learning.

• Advisor: Wei-Long Zheng and Bao-Liang Lu.

Teaching Assistant

Data Structures

Teaching Assistant

Programming Design

Contrastive Self-Supervised EEG Representation Learning for Emotion Classification

Keya Hu, Ren-Jie Dai, Wen-Tao Chen, Hao-Long Yin, Bao-Liang Lu, and Wei-Long Zheng

Annual Conference of the IEEE Engineering in Medicine and Biology Society(EMBC)

Code Repair with LLMs gives an Exploration-Exploitation Tradeof

Hao Tang, Keya Hu, Jin Peng Zhou, Sicheng Zhong, Wei-Long Zheng, Xujie Si, Kevin Ellis

Annual Conference on Neural Information Processing Systems (NeurIPS)

In-context-Reasoning-with-Errors

Investigate how typical In-context-Learning(ICL) factors affect math problem-solving performance and examines the impact of erroneous examples

• ICL
• LLM
• Error tolerance
• Math

Explorations on the RMA Method

Train a quadruped robot to walk with the Rapid Motor Adaptation(RMA) method

• Reinforcement Learning

CRLT-DD: Condense and Rebalance Long-Tailed Dataset with Dataset Distillation

We use the method called distribution matching for dataset distillation and add self-supervised pre-train before classifying to Mitigate the long tail effect

• CV
• Dataset Distillation
• Long-Tailed Dataset

Compiler

Completed the architecture for a Compiler, transforming the input language into ASM output by Java. Implemented mem to reg and graph coloring for further optimization.

• AST
• IR
• ASM
• Java

CPU

Implemented a CPU with the Tomasulo algorithm using Verilog.

• Tomasulo

Ray-Tracer

Implemented a ray tracer based on the principles of ray tracing by Rust, capable of placing objects and rendering light effects.

China National Scholarship

Award for 0.2% student, the highest national-level scholarship.

Zhiyuan Honors Scholarship

Award for top students majoring in science.

Long-Hu Scholarship

Award for top students majoring in computer science.